pacman::p_load(tidyverse,
DT,
ggstatsplot,
ggiraph,
gganimate,
gifski,
ggthemes)Take-home Ex03
1 Overview
For this assignment, the salient patterns of the resale prices of public housing properties by residential towns and estates in Singapore will be explored using dataset taken from Data.gov.sg.
If you would like to read the conclusion straight, please click Section 4 to reach the bottom of this study.
1.1 Loading libraries
For this exercise,
tidyverse is the main package to be used for data processing
DT is the package to be used for interactive data preview
ggstatsplot is the packge to be used for statistical analysis and visualisation
ggiraph, gganimate and gifski to enable interactive data visualisation
Some other packages for make-up mainly
1.2 Data loading
flat_full <- read_csv("Data/resale-flat-prices-based-on-registration-date-from-jan-2017-onwards.csv")DT::datatable(flat_full,
class ="cell-border stripe")